SILO: Foundations of Real-World Reinforcement Learning
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinJeongyeol Kwon
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GumbelSpec Sampling for Accelerating LLM Inference
CSE (Allen) 403Bio: Tianxiao Shen is a postdoctoral scholar at the University of Washington, >
Prelimit coupling and steady-state convergence of constant-stepsize nonsmooth contractive SA
WID 1145 330 N Orchard Street, Madison, WISpeaker: Yixuan Zhang Abstract: Motivated by Q-learning, we study nonsmooth >
SILO: Reinforcement Learning with Robustness and Safety Guarantees
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinDileep Kalathil, TAMU
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Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinSpeaker 1: Puqian Wang Robustly Learning Single-Index Models via Alignment >
SILO: Online Learning Guided Quasi-Newton Methods: Improved Global Non-asymptotic Guarantees
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinAryan Mokhtari, UT
Low-Rank Structures in Optimal Transport
CSE (Allen) 403Bio: Meyer Scetbon is currently a Research Scientist at Microsoft Research. >
Towards Plurality: Learning from Diverse Human Preferences
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinSpeaker: Ramya Vinayak Abstract: Large pre-trained models trained on internet-scale >
SILO: Unsupervised Learning: Validation beyond Visualization
Researchers' Link 330 N Orchard St, Madison, WIMarina Meila, UWash
Optimized Decision Making via Active Learning of Stochastic Hamiltonians
CSE (Allen) 403Speaker: Prof. Chandrajit Bajaj , UT Austin Abstract: A Hamiltonian represents >
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WID 1145 330 N Orchard Street, Madison, WIKaran Srivastava Harit Vishwakarma: "Confidence functions for auto-labeling"
SILO:
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinChao Gao, U Chicago